Marker vs 
Firecrawl
Marker vs Firecrawl compared for 2026 — features, license, ease of use, performance and which one to choose. Convert PDFs to clean Markdown fast vs Turn websites into LLM-ready Markdown.
Updated regularly · curated by OpenSourceAI.tech
Marker vs Firecrawl at a glance
| Spec | Marker | Firecrawl |
|---|---|---|
| Category | Document AI & OCR | Document AI & OCR |
| Type | PDF-to-Markdown converter | Web scraping for LLMs |
| License | GPL-3.0 | AGPL-3.0 |
| Runs locally | Yes | Self-hosted |
| Primary language | Python | TypeScript |
| Ease of use | Intermediate | Beginner |
| Best for | developers feeding documents into RAG pipelines | developers feeding web content to models |
| GitHub stars | — | — |
How Marker and Firecrawl score
| Criterion | Marker | Firecrawl |
|---|---|---|
| Popularity | n/a | n/a |
| Maintenance | n/a | n/a |
| Ease of use | 3.5 | 5.0 |
| Privacy | 5.0 | 4.5 |
| License freedom | 3.5 | 3.5 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
Marker
Marker converts PDFs and office documents to clean Markdown, JSON and HTML with high accuracy, handling tables, equations and multi-column layouts.
- High-accuracy PDF to Markdown, tables included
- Handles equations and complex layouts
- Fast batch conversion on GPU or CPU
Firecrawl
Firecrawl crawls websites and returns clean Markdown or structured data built for LLM consumption, handling JavaScript rendering and anti-bot pages.
- Clean Markdown output built for LLMs
- Handles JavaScript-heavy sites
- Simple API, self-hostable
Key differences
Marker is pDF-to-Markdown converter, while Firecrawl is web scraping for LLMs. Their licenses differ (GPL-3.0 vs AGPL-3.0), which matters if you ship a commercial product. Marker leans more intermediate-friendly, whereas Firecrawl is more suited to beginner users. They also differ in how they run (Yes vs Self-hosted). In short, Marker fits developers feeding documents into RAG pipelines, and Firecrawl fits developers feeding web content to models.
Which should you choose?
Choose Marker for developers feeding documents into RAG pipelines. Choose Firecrawl for developers feeding web content to models.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is Marker or Firecrawl easier to use?
Firecrawl is generally the easier of the two to get started with, while Marker rewards more setup with more control.
Are Marker and Firecrawl free?
Marker is free and open source (GPL-3.0), and Firecrawl is free and open source (AGPL-3.0). Neither charges for the core software.
Can I run Marker and Firecrawl locally?
Marker: yes · Firecrawl: self-hosted. Both can be used without sending your data to a third-party cloud where their setup allows.
Marker vs Firecrawl — which should I pick in 2026?
Choose Marker for developers feeding documents into RAG pipelines. Choose Firecrawl for developers feeding web content to models.
People also compare
Explore more open-source AI
Browse thousands of open-source AI tools, models and projects — all curated in one place, updated daily.
Explore the directory →